Ali Shojaie, Ph.D.
Affiliations: | 2010 | University of Michigan, Ann Arbor, Ann Arbor, MI |
Area:
Statistics, Biostatistics Biology, Bioinformatics BiologyGoogle:
"Ali Shojaie"Parents
Sign in to add mentorGeorge Michailidis | grad student | 2010 | University of Michigan | |
(Estimation and inference in high dimensional networks, with applications to biological systems.) |
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Publications
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Jin K, Wilson KA, Beck JN, et al. (2020) Genetic and metabolomic architecture of variation in diet restriction-mediated lifespan extension in Drosophila. Plos Genetics. 16: e1008835 |
Shojaie A. (2020) Differential network analysis: A statistical perspective Wiley Interdisciplinary Reviews: Computational Statistics |
Ma J, Shojaie A, Michailidis G. (2019) A comparative study of topology-based pathway enrichment analysis methods. Bmc Bioinformatics. 20: 546 |
Haris A, Shojaie A, Simon N. (2019) Nonparametric regression with adaptive truncation via a convex hierarchical penalty. Biometrika. 106: 87-107 |
Tank A, Fox EB, Shojaie A. (2019) Identifiability and estimation of structural vector autoregressive models for subsampled and mixed-frequency time series. Biometrika. 106: 433-452 |
Randolph TW, Zhao S, Copeland W, et al. (2018) KERNEL-PENALIZED REGRESSION FOR ANALYSIS OF MICROBIOME DATA. The Annals of Applied Statistics. 12: 540-566 |
Mathur R, Rotroff D, Ma J, et al. (2018) Gene set analysis methods: a systematic comparison. Biodata Mining. 11: 8 |
Chen S, Shojaie A, Witten DM. (2017) Network Reconstruction From High-Dimensional Ordinary Differential Equations. Journal of the American Statistical Association. 112: 1697-1707 |
Wang X, Shojaie A, Zhang Y, et al. (2017) Exploratory plasma proteomic analysis in a randomized crossover trial of aspirin among healthy men and women. Plos One. 12: e0178444 |
Zhang Y, Linder MH, Shojaie A, et al. (2017) Dissecting Pathway Disturbances Using Network Topology and Multi-platform Genomics Data Statistics in Biosciences. 10: 86-106 |